Job seekers now use AI to write CVs and cover letters, and employers use AI to screen them. The result is a flood of polished but generic applications. Used well, AI helps you understand roles, present your real experience clearly and prepare thoroughly. Used lazily, it makes you indistinguishable from hundreds of other applicants.

1. Understand the job

Paste the job description into an assistant and ask:

Summarize the key responsibilities, the must-have and nice-to-have skills, and what problems this team is probably trying to solve. What questions might they ask in an interview?

This helps you decide whether to apply and what to emphasize.

2. Tailor your CV

Provide your existing CV and the job description:

Suggest how to reorder and rephrase my experience to highlight what’s most relevant for this role. Don’t invent anything. Point out gaps where I should add specific results or numbers.

Then add real achievements: “reduced invoice processing time by 30%” is more convincing than “responsible for invoices”. Keep the format simple so applicant tracking systems can read it — standard headings, no text in images or complex tables.

3. Cover letters

Write a rough draft with your genuine motivation and one or two specific stories, then ask AI to improve structure and concision. Avoid letters generated from scratch: recruiters increasingly recognize generic AI phrasing, and it signals low effort.

4. Research the company

Ask an assistant with web search to summarize recent news, products, competitors and culture — then verify on the company’s own site and reliable sources. Use this to tailor your application and questions.

5. Interview practice

AI is an excellent practice partner:

Act as an interviewer for a junior data analyst role at a retail company. Ask me one question at a time, including behavioral questions. After each answer, give specific feedback on structure, clarity and evidence.

Practice the STAR method (Situation, Task, Action, Result) for behavioral questions. Voice modes let you practice speaking aloud.

6. Technical preparation

For technical roles, ask for practice problems at the right level, explanations of concepts you’re unsure about, and feedback on your solutions — but make sure you can solve problems yourself, since interviews test your skills, not the AI’s.

7. Salary negotiation

Ask for typical salary ranges (and verify with salary surveys), then rehearse a negotiation conversation with the AI playing the hiring manager.

Honesty matters

  • Never fabricate experience, qualifications or references.
  • Don’t use AI to answer live assessments or interviews unless explicitly allowed — it can lead to disqualification or dismissal later.
  • Check the employer’s policy on AI use in applications; some ask candidates to disclose it.

Know your rights

In some places, employers must tell you when automated tools assess you. New York City, for example, requires employers using automated employment decision tools to notify candidates and publish bias audit results.

A weekly job-search routine with AI

  • Monday: review new postings; use AI to summarize each and score your fit honestly.
  • Tuesday–Wednesday: tailor applications for the best two or three roles, adding concrete achievements.
  • Thursday: research companies where you have interviews and prepare questions.
  • Friday: run a mock interview with AI feedback, focusing on your weakest answers.

Quality beats volume: a few well-prepared applications usually outperform dozens of generic ones.

What to watch next

  • Employers’ policies on candidates’ use of AI.
  • AI interview tools and rules on their transparency.
  • Skills-based hiring supported by AI assessments.
  • Candidate rights under new AI hiring laws.

Key takeaways

  • Use AI to analyze job postings and tailor your CV — without inventing anything.
  • Write cover letters from your own stories, then refine them with AI.
  • Practice interviews with AI feedback using the STAR method.
  • Keep CV formats simple for applicant tracking systems.
  • Never use AI to cheat in assessments or fabricate qualifications.

Frequently asked questions

Can recruiters tell if my CV was written by AI?

Often they notice generic phrasing and lack of specifics. Concrete results and personal detail make applications stand out.

Should I disclose AI use in my application?

Follow the employer’s instructions. Using AI to polish language is common; misrepresenting your abilities is not acceptable.

Do ATS systems reject CVs automatically?

Some filter by criteria like required qualifications. Clear formatting and relevant keywords from the job description help your CV be read correctly.